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Jose Ferrer
at PUCP
SPIE Involvement:
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Publications (3)
Proceedings Article | 20 March 2015 Paper
Automatic breast density classification using a convolutional neural network architecture search procedure
Pablo Fonseca, Julio Mendoza, Jacques Wainer, Jose Ferrer, Joseph Pinto, Jorge Guerrero, Benjamin Castaneda
Proceedings Volume 9414, 941428 (2015) https://doi.org/10.1117/12.2081576
KEYWORDS: Breast, Mammography, Feature extraction, Breast cancer, Cancer, Databases, Visualization, Tissues, Computer aided diagnosis and therapy, Convolutional neural networks
Proceedings Article | 17 March 2015 Paper
Characterization of breast density in women from Lima, Peru
Fanny Casado, Susan Manrique, Jorge Guerrero, Joseph Pinto, Jose Ferrer, Benjamin Castaneda
Proceedings Volume 9416, 94161B (2015) https://doi.org/10.1117/12.2082348
KEYWORDS: Breast, Mammography, Breast cancer, Databases, Tissues, Genetics, Statistical analysis, Radiology, Therapeutics, X-rays
Proceedings Article | 28 January 2015 Paper
Experimental assessment of an automatic breast density classification algorithm based on principal component analysis applied to histogram data
Antonio Angulo, Jose Ferrer, Joseph Pinto, Roberto Lavarello, Jorge Guerrero, Benjamín Castaneda
Proceedings Volume 9287, 92870E (2015) https://doi.org/10.1117/12.2072467
KEYWORDS: Breast, Mammography, Databases, Principal component analysis, Breast cancer, Image segmentation, Digital mammography, Neodymium, Cancer, Image classification
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